Negative Data Mining for Contrastive Learning in Dense Retrieval at IKEA.com

Documenti analoghi

• Conventional Contrastive Learning Often Falls Short: Improving Dense Retrieval with Cross-Encoder Listwise Distillation and Synthetic Data
  di: Tamber, Manveer Singh, et al.
  Pubblicazione: (2025)
• TriSampler: A Better Negative Sampling Principle for Dense Retrieval
  di: Yang, Zhen, et al.
  Pubblicazione: (2024)
• SyNeg: LLM-Driven Synthetic Hard-Negatives for Dense Retrieval
  di: Li, Xiaopeng, et al.
  Pubblicazione: (2024)
• Improving the Robustness of Dense Retrievers Against Typos via Multi-Positive Contrastive Learning
  di: Sidiropoulos, Georgios, et al.
  Pubblicazione: (2024)
• Beyond Hard Negatives: The Importance of Score Distribution in Knowledge Distillation for Dense Retrieval
  di: Jang, Youngjoon, et al.
  Pubblicazione: (2026)